Recent Papers
Additional bibliographic information can be found at DBLP and Google Scholar.- A. Netti, Z. Kiziltan, O. Babaoglu, A. Sirbu, A. Bartolini, A. Borghesi. Online Fault Classification in HPC Systems through Machine Learning. arXiv:1810.11208 [cs.DC], October 2018. Submitted for publication.
- A. Netti, Z. Kiziltan, O. Babaoglu, A. Sirbu, A. Bartolini, A. Borghesi. FINJ: A Fault Injection Tool for HPC Systems. arXiv:1807.10056 [cs.DC], July 2018. In Proceedings of the 11th Workshop on Resiliency in High Performance Computing (Resilience 2018), August 2018.
- O. Babaoglu, A. Sirbu. Cognified Distributed Computing. In Proceedings of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS 2018), Vienna, Austria, July 2018. The final publication is available at ieeexplore.ieee.org (DOI 10.1109/ICDCS.2018.00118)
- A. Netti, C. Galleguillos, Z. Kiziltan, A. Sirbu, O. Babaoglu. Heterogeneity-aware Resource Allocation in HPC Systems. In High Performance Computing. ISC High Performance 2018, Yokota R., Weiland M., Keyes D., Trinitis C. (Eds.) Lecture Notes in Computer Science, vol 10876, Springer-Verlag, Berlin, 2018. ( DOI 10.1007/978-3-319-92040-5_1)
- A. Sirbu, O. Babaoglu. A Data-Driven Approach to Modeling Power Consumption for a Hybrid Supercomputer. In Concurrency and Computation: Practice and Experience, January 2018 (DOI 10.1002/cpe.4410).
- C. Galleguillos, A. Sirbu, Z. Kiziltan, O. Babaoglu, A. Borghesi, T. Bridi. Data-driven job dispatching in HPC systems. In Proceedings of the Third International Workshop on Machine Learning, Optimization, and Big Data (MOD 2017), Springer, Cham, 2017.
- A. Balliu, D. Olivetti, O. Babaoglu, M. Marzolla, A. Sirbu. A Big Data Analyzer for Large Trace Logs. Springer Computing, vol. 98, no. 12, December 2016. The final publication is available at link.springer.com (DOI 10.1007/s00607-015-0480-7)
- A. Sirbu, O. Babaoglu. Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer. In Proceedings of Euro-Par 2016, Grenoble, France, August 2016.
- A. Sirbu, O. Babaoglu. Predicting System-level Power for a Hybrid Supercomputer. arXiv:1605.09530 [cs.DC], May 2016. In Proceedings of International Conference on High Performance Computing & Simulation (HPCS 2016), Innsbruck, Austria, July 2016.
- A. Sirbu, O. Babaoglu. Towards Operator-less Data Centers Through Data-Driven, Predictive, Proactive Autonomics. Cluster Computing vol. 19, no. 2, April 2016. The final publication is available at link.springer.com (DOI 10.1007/s10586-016-0564-y)
- A. Sirbu, O. Babaoglu. A Holistic Approach to Log Data Analysis in High-Performance Computing Systems: The case of IBM BlueGene/Q. In Proceedings of Euro-Par 2015: Parallel Processing Workshops, Hunold, S. et al. (Eds.), Lecture Notes in Computer Science vol. 9523, Springer-Verlag, Berlin, 2015. The final publication is available at link.springer.com (DOI 10.1007/978-3-319-27308-2_51)
- A. Sirbu, O. Babaoglu. Towards Data-Driven Autonomics in Data Centers. In Proceedings of IEEE International Conference on Cloud and Autonomic Computing (ICCAC), Boston, Massachusetts. September 2015. The final publication is available at ieeexplore.ieee.org (DOI 10.1109/ICCAC.2015.19)
- O. Babaoglu, M. Marzolla. The people's cloud. IEEE Spectrum, vol. 51, no. 10, October 2014.
- A. Balliu, D. Olivetti, O. Babaoglu, M. Marzolla, A. Sirbu. BiDAl: Big Data Analyzer for Cluster Traces. In Proceedings of INFORMATIK 2014 Workshop on System Software Support for Big Data (BigSys 2014), Ploedereder, E. (Eds.), Lecture Notes in Informatics vol. 232, Stuttgart, Germany, September 2014.
- O. Babaoglu, M. Marzolla, M. Tamburini. Design and Implementation of a P2P Cloud System. In Proceedings of the 27th ACM Symposium on Applied Computing (SAC 2012), Trento, Italy, March 2012.
- F. Panzieri, O. Babaoglu, S. Ferretti, V. Ghini, M. Marzolla. Distributed Computing in the 21st Century: Some Aspects of Cloud Computing. In Festschrift Randell, C.B. Jones and J.L. Lloyd (Eds.), Springer Verlag LNCS 6875, Dependable and Historic Computing: Essays dedicated to Brian Randell on the occasion of his 75th birthday, October 2011.
- M. Marzolla, O. Babaoglu, F. Panzieri. Server Consolidation in Clouds through Gossiping. In Proceedings of First IEEE International Workshop on Sustainable Internet and Internet for Sustainability, Lucca, Italy, June 2011.
- M. Jelasity, A. Montresor, O. Babaoglu. T-Man: Gossip-based Fast Overlay Topology Construction. Computer Networks, vol. 53, no. 13, August 2009.
- A. Montresor, M. Jelasity, O. Babaoglu. Decentralized Ranking in Large-Scale Overlay Networks. In Proceedings of First IEEE International Workshop on Self Management for Grids, P2P and User Communities, Isola di San Servolo, Venice, Italy, October 2008.
- O. Babaoglu, M. Jelasity. Self-∗ Properties through Gossiping. Philosophical Transactions A of the Royal Society, vol. 366, no. 1881, October 2008.
- H. Meling, A. Montresor, B. Helvik, O. Babaoglu. Jgroup/ARM: A Distributed Object Group Platform with Autonomous Replication Management. Software - Practice and Experience, vol. 38, no. 9, July 2008.
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